Triple
T18051666
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | itsdangerous |
E431937
|
entity |
| Predicate | implements |
P1417
|
FINISHED |
| Object | URLSafeTimedSerializer |
—
|
NE NERFINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: URLSafeTimedSerializer | Statement: [itsdangerous, implements, URLSafeTimedSerializer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: URLSafeTimedSerializer Context triple: [itsdangerous, implements, URLSafeTimedSerializer]
-
A.
itsdangerous
chosen
itsdangerous is a Python library for securely signing and serializing data, commonly used in web applications to protect cookies and other trusted data.
-
B.
TimestampSigner
TimestampSigner is a utility class from the itsdangerous library that creates and verifies cryptographically signed values with embedded timestamps to support secure, time-limited data.
-
C.
MarkupSafe
MarkupSafe is a Python library that provides a string type with automatic HTML escaping, commonly used in web templating to prevent injection vulnerabilities.
-
D.
JSON Web Tokens (JWT)
JSON Web Tokens (JWT) are a compact, URL-safe standard for securely transmitting digitally signed claims between parties, commonly used for stateless authentication and authorization in web applications.
-
E.
JWT
JWT is a historic global advertising agency, originally known as J. Walter Thompson, recognized as one of the pioneers of modern marketing and brand communications.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8b906482481908183315b9ecf9994 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4c0fe4f1881908fa8485cb3ccfa44 |
completed | April 19, 2026, 11:48 a.m. |
Created at: April 10, 2026, 10:25 a.m.